{"id":"W2901483884","doi":"10.1097/der.0000000000000412","title":"Skin Sensitization Induction Potential From Daily Exposure to Fragrances in Personal Care Products","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Sensitization; Medicine; Cleanser; Skin care; Dermatology; Personal care; Local lymph node assay; Shampoo; Personal protective equipment; Toxicology; Skin sensitization; Coronavirus disease 2019 (COVID-19); Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003412194,0.0001274588,0.0002038625,0.000145806,0.00009020036,0.00005130268,0.00004545762,0.00007900636,0.0002923337],"category_scores_gemma":[0.00005948486,0.0001236715,0.00003734698,0.0002641168,0.00003980878,0.0002217481,0.0000265244,0.0001081302,0.0001507678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006405832,"about_ca_system_score_gemma":0.00006247537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009270375,"about_ca_topic_score_gemma":0.001860959,"domain_scores_codex":[0.9990398,0.00004207999,0.0002323724,0.0002491621,0.0002576335,0.0001789934],"domain_scores_gemma":[0.9994621,0.00001178222,0.00005388141,0.0001600123,0.000239989,0.00007224318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002207564,0.0003742735,0.2063704,0.000830949,0.0002660422,0.0009562923,0.2186528,0.0001128407,0.0998519,0.0002412388,0.1344498,0.3376727],"study_design_scores_gemma":[0.0009523475,0.0001749486,0.9647439,0.0002816831,0.00002274246,0.00008882941,0.003114577,0.000253234,0.01744434,0.00005130286,0.01270207,0.0001700805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862239,0.0004231798,0.0002564667,0.01093521,0.0006183097,0.0003328569,0.00004449821,0.00004757234,0.001118049],"genre_scores_gemma":[0.9949543,0.00004834052,0.001014193,0.002294542,0.001248473,0.00001825281,0.0002636181,0.00001621912,0.0001420056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583734,"threshold_uncertainty_score":0.5043177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008004637004578138,"score_gpt":0.2265110151103986,"score_spread":0.2185063781058205,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}